conftrace_

convex surrogate loss

6 papers

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Co-occurring keywords

polyhedral surrogate (3) link function (11) convex surrogate (22) polyhedral loss (4) surrogate loss (94) convex calibrated surrogates (1) ranking losses (1) low-rank loss matrices (1) precision at q (1) support vector machine (978)

Papers

An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates JMLR 2024
On the Error Resistance of Hinge-Loss Minimization NIPS 2020
An Embedding Framework for Consistent Polyhedral Surrogates NIPS 2019
Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018
Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate ICML 2018
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses NIPS 2013